Your signature is your password: Haptic Passwords on Mobile Devices
This addresses security for mobile device users by providing a novel biometric authentication method, though it is incremental as it builds on existing behavioral biometrics.
The paper tackles user authentication on mobile devices by introducing a haptic password system using force-sensitive screens, achieving robust high authentication accuracy and forgery-proof performance in experiments with 29 subjects.
In this paper, a new behavioral biometric password based on haptic interaction is described. This "haptic password" system is built on a device that has a force-sensitive screen. The user authentication process leverages maximal overlap discrete wavelet transform (MODWT) based feature extraction along with a customized classifier as well as an adaptive template scheme to accommodate users' variations over time. An experimental study was conducted with 29 subjects and we investigated the authentication performance with multiple user postures under simulated forgery attacks. The performance of the model is evaluated based on authentication accuracies. The results suggest that this proposed haptic password system achieves robust high authentication accuracy and scalability, as well as forgery-proof performance.